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aidotgrids

Overview

  1. Quick start
  2. Datasets
  3. Contributing

1. Quick start

Install stable version (option A):

pip install -U aidotgrids

Or, install bleeding-edge version (Option B):

pip uninstall -y aidotgrids         # ensure the PyPI version is removed
pip install git+https://github.com/AI-grids/aidotgrids

2. Datasets

All standardized tasks are hosted on Hugging Face Hub and can be downloaded automatically via aidotgrids.load. Current coverage:

Task / Dataset Modality Docs
OPFData Graphs (optimal-power-flow) details
PowerGraph Transmission-grid graphs details
SolarCube Satellite imagery details
BuildingElectricity Time-series load profiles details
WindFarm SCADA & weather details

Load a dataset in a few lines:

from aidotgrids import load

ds = load.load_task(
    task_name="WindFarm",
    subtask_name="odd_time_predict48h",
    root_path="~/AI-grids"  # local cache/download directory
)

3. Contributing

We welcome pull requests for new datasets, models and algorithms, or simply a fix in our code. Please read CONTRIBUTING.md before opening an issue or pull request.

Metadata

Release files for aidotgrids 0.0.3

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